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<a href="default__gemm__configuration_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="comment">/***************************************************************************************************</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;<span class="comment"> * Copyright (c) 2017-2019, NVIDIA CORPORATION.  All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment"> * Redistribution and use in source and binary forms, with or without modification, are permitted</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="comment"> * provided that the following conditions are met:</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment"> *     * Redistributions of source code must retain the above copyright notice, this list of</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment"> *       conditions and the following disclaimer.</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment"> *     * Redistributions in binary form must reproduce the above copyright notice, this list of</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="comment"> *       conditions and the following disclaimer in the documentation and/or other materials</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="comment"> *       provided with the distribution.</span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment"> *     * Neither the name of the NVIDIA CORPORATION nor the names of its contributors may be used</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="comment"> *       to endorse or promote products derived from this software without specific prior written</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="comment"> *       permission.</span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="comment"> * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS &quot;AS IS&quot; AND ANY EXPRESS OR</span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="comment"> * IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND</span></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE</span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="comment"> * FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="comment"> * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;</span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="comment"> * OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,</span></div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="comment"> * STRICT LIABILITY, OR TOR (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE</span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;<span class="comment"> * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.</span></div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;<span class="comment"> **************************************************************************************************/</span></div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;</div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="cutlass_8h.html">cutlass/cutlass.h</a>&quot;</span></div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="numeric__types_8h.html">cutlass/numeric_types.h</a>&quot;</span></div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="arch_8h.html">cutlass/arch/arch.h</a>&quot;</span></div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="arch_2mma_8h.html">cutlass/arch/mma.h</a>&quot;</span></div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="wmma_8h.html">cutlass/arch/wmma.h</a>&quot;</span></div><div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;</div><div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="include_2cutlass_2gemm_2gemm_8h.html">cutlass/gemm/gemm.h</a>&quot;</span></div><div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="linear__combination_8h.html">cutlass/epilogue/thread/linear_combination.h</a>&quot;</span></div><div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="linear__combination__clamp_8h.html">cutlass/epilogue/thread/linear_combination_clamp.h</a>&quot;</span></div><div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;</div><div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;</div><div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacecutlass.html">cutlass</a> {</div><div class="line"><a name="l00044"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1gemm.html">   44</a></span>&#160;<span class="keyword">namespace </span>gemm {</div><div class="line"><a name="l00045"></a><span class="lineno"><a class="line" href="namespacecutlass_1_1gemm_1_1device.html">   45</a></span>&#160;<span class="keyword">namespace </span>device {</div><div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;</div><div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;</div><div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;  <span class="keyword">typename</span> OperatorClass,</div><div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;  <span class="keyword">typename</span> ArchTag,</div><div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;  <span class="keyword">typename</span> ElementA, </div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;  <span class="keyword">typename</span> ElementB, </div><div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;  <span class="keyword">typename</span> ElementC,</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;  <span class="keyword">typename</span> ElementAccumulator</div><div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;&gt;</div><div class="line"><a name="l00057"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration.html">   57</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration.html">DefaultGemmConfiguration</a>;</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;</div><div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;</div><div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;  <span class="keyword">typename</span> ArchTag,</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;  <span class="keyword">typename</span> ElementA, </div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;  <span class="keyword">typename</span> ElementB, </div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;  <span class="keyword">typename</span> ElementC, </div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;  <span class="keyword">typename</span> ElementAccumulator&gt;</div><div class="line"><a name="l00067"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag286687c5e6abe22d241f789fe344a465.html">   67</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration.html">DefaultGemmConfiguration</a>&lt;</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;  arch::OpClassSimt, </div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;  ArchTag,</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;  ElementA, </div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;  ElementB, </div><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;  ElementC, </div><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;  ElementAccumulator&gt; {</div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;  </div><div class="line"><a name="l00075"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag286687c5e6abe22d241f789fe344a465.html#a465fd23467dcb62bd6a92f03dffc628d">   75</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentA = 1;</div><div class="line"><a name="l00076"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag286687c5e6abe22d241f789fe344a465.html#a95b32b6ea4a7deb93090ba1a4c38c97b">   76</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentB = 1;</div><div class="line"><a name="l00077"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag286687c5e6abe22d241f789fe344a465.html#a7f88eaf87c15df44e0efae14a5909ed7">   77</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">ThreadblockShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;128, 128, 8&gt;</a>;</div><div class="line"><a name="l00078"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag286687c5e6abe22d241f789fe344a465.html#a5ff8a0c5cffacda9d327f31115822ff8">   78</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">WarpShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;32, 64, 8&gt;</a>;</div><div class="line"><a name="l00079"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag286687c5e6abe22d241f789fe344a465.html#acc869c97343e89e72df505c6158c6e61">   79</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">InstructionShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;1, 1, 1&gt;</a>;</div><div class="line"><a name="l00080"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag286687c5e6abe22d241f789fe344a465.html#abfca75e731cc512898a2ab276ffd5144">   80</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kStages = 2;</div><div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;</div><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombination.html">EpilogueOutputOp</a> = <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombination.html">epilogue::thread::LinearCombination</a>&lt;</div><div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;    ElementC,</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;    1,</div><div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;    ElementAccumulator,</div><div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;    ElementAccumulator</div><div class="line"><a name="l00087"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag286687c5e6abe22d241f789fe344a465.html#a39ac3d997816ab357c47a06f2278c443">   87</a></span>&#160;  &gt;;</div><div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;</div><div class="line"><a name="l00089"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag286687c5e6abe22d241f789fe344a465.html#a4f8fc9b1cdae2a6089deeaf7e3d1becb">   89</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag286687c5e6abe22d241f789fe344a465.html#a4f8fc9b1cdae2a6089deeaf7e3d1becb">Operator</a> = arch::OpMultiplyAdd;</div><div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;};</div><div class="line"><a name="l00091"></a><span class="lineno">   91</span>&#160;</div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;<span class="keyword">template</span> &lt; </div><div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;  <span class="keyword">typename</span> ArchTag,</div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;  <span class="keyword">typename</span> ElementC&gt;</div><div class="line"><a name="l00097"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag3026e48abb8c905d1cc6d13d669700e4.html">   97</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration.html">DefaultGemmConfiguration</a>&lt;arch::OpClassSimt, ArchTag, int8_t, int8_t, ElementC, int32_t&gt; {</div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;  </div><div class="line"><a name="l00099"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag3026e48abb8c905d1cc6d13d669700e4.html#a7da3037680d736b1043c9d5d1579d02f">   99</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentA = 4;</div><div class="line"><a name="l00100"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag3026e48abb8c905d1cc6d13d669700e4.html#aeaa91a16b3ec53bb2e340e8f414b7a9d">  100</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentB = 4;</div><div class="line"><a name="l00101"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag3026e48abb8c905d1cc6d13d669700e4.html#a18ea00d5487ee5cf194f3229093e8cf2">  101</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">ThreadblockShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;128, 128, 32&gt;</a>;</div><div class="line"><a name="l00102"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag3026e48abb8c905d1cc6d13d669700e4.html#a4339c381b486b04c3103e54c6c044304">  102</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">WarpShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;32, 64, 32&gt;</a>;</div><div class="line"><a name="l00103"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag3026e48abb8c905d1cc6d13d669700e4.html#a7416935776c933afb5391265cb7a24b7">  103</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">InstructionShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;1, 1, 4&gt;</a>;</div><div class="line"><a name="l00104"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag3026e48abb8c905d1cc6d13d669700e4.html#a0c3b821edf5bbabeace6e9aec9884ca8">  104</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kStages = 2;</div><div class="line"><a name="l00105"></a><span class="lineno">  105</span>&#160;</div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html">EpilogueOutputOp</a> = <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html">epilogue::thread::LinearCombinationClamp</a>&lt;</div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;    ElementC,</div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;    1,</div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;    int32_t,</div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;    <span class="keywordtype">float</span></div><div class="line"><a name="l00111"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag3026e48abb8c905d1cc6d13d669700e4.html#a3643f798a7b0461226d55308b7ddb0d7">  111</a></span>&#160;  &gt;;</div><div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;</div><div class="line"><a name="l00113"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag3026e48abb8c905d1cc6d13d669700e4.html#a2a6d3d90a91dc785858bebefb32ea6be">  113</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag3026e48abb8c905d1cc6d13d669700e4.html#a2a6d3d90a91dc785858bebefb32ea6be">Operator</a> = arch::OpMultiplyAdd;</div><div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;};</div><div class="line"><a name="l00115"></a><span class="lineno">  115</span>&#160;</div><div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;</div><div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;  <span class="keyword">typename</span> ArchTag,</div><div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;  <span class="keyword">typename</span> ElementA, </div><div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;  <span class="keyword">typename</span> ElementB, </div><div class="line"><a name="l00122"></a><span class="lineno">  122</span>&#160;  <span class="keyword">typename</span> ElementC, </div><div class="line"><a name="l00123"></a><span class="lineno">  123</span>&#160;  <span class="keyword">typename</span> ElementAccumulator&gt;</div><div class="line"><a name="l00124"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassWmmaTensorOp_00_0884059ecad03bea3e86c4cf722226097.html">  124</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration.html">DefaultGemmConfiguration</a>&lt;</div><div class="line"><a name="l00125"></a><span class="lineno">  125</span>&#160;  arch::OpClassWmmaTensorOp, </div><div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;  ArchTag,</div><div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;  ElementA, </div><div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;  ElementB, </div><div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;  ElementC, </div><div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;  ElementAccumulator&gt; {</div><div class="line"><a name="l00131"></a><span class="lineno">  131</span>&#160;  </div><div class="line"><a name="l00132"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassWmmaTensorOp_00_0884059ecad03bea3e86c4cf722226097.html#a3583ebf26b8d3548d8c4d235db9f7f31">  132</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentA = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;ElementA&gt;::value</a>;</div><div class="line"><a name="l00133"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassWmmaTensorOp_00_0884059ecad03bea3e86c4cf722226097.html#a42606234be9d3de071846e8fa5077dfa">  133</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentB = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;ElementB&gt;::value</a>;</div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;</div><div class="line"><a name="l00135"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassWmmaTensorOp_00_0884059ecad03bea3e86c4cf722226097.html#a7854425adb13cc0494f1d0aec9cfa10a">  135</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kStages = 2;</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;  </div><div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombination.html">EpilogueOutputOp</a> = <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombination.html">epilogue::thread::LinearCombination</a>&lt;</div><div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;    ElementC,</div><div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;    128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;ElementC&gt;::value</a>,</div><div class="line"><a name="l00140"></a><span class="lineno">  140</span>&#160;    ElementAccumulator,</div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160; 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 <span class="keyword">typename</span> ElementA, </div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;  <span class="keyword">typename</span> ElementB, </div><div class="line"><a name="l00152"></a><span class="lineno">  152</span>&#160;  <span class="keyword">typename</span> ElementC, </div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;  <span class="keyword">typename</span> ElementAccumulator&gt;</div><div class="line"><a name="l00154"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc567cad318a31d04b70ea615d6321decd.html">  154</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration.html">DefaultGemmConfiguration</a>&lt;</div><div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;  arch::OpClassTensorOp, </div><div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;  <a class="code" href="structcutlass_1_1arch_1_1Sm70.html">arch::Sm70</a>,</div><div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;  ElementA, </div><div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;  ElementB, </div><div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;  ElementC, </div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;  ElementAccumulator&gt; {</div><div class="line"><a name="l00161"></a><span class="lineno">  161</span>&#160;  </div><div class="line"><a name="l00162"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc567cad318a31d04b70ea615d6321decd.html#ac593595deb8c18006c9b34e513225cbf">  162</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentA = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;ElementA&gt;::value</a>;</div><div class="line"><a name="l00163"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc567cad318a31d04b70ea615d6321decd.html#a94cf589ae3c1b5c6d2fe72ce91a0d306">  163</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentB = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;ElementB&gt;::value</a>;</div><div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160;</div><div class="line"><a name="l00165"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc567cad318a31d04b70ea615d6321decd.html#a25dd5aa46df2e1bbe5081190928763ef">  165</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">ThreadblockShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;128, 256, 32&gt;</a>;</div><div class="line"><a name="l00166"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc567cad318a31d04b70ea615d6321decd.html#a1140dda7a5816f4774c142ef0a97ea4c">  166</a></span>&#160; 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 </div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombination.html">EpilogueOutputOp</a> = <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombination.html">epilogue::thread::LinearCombination</a>&lt;</div><div class="line"><a name="l00171"></a><span class="lineno">  171</span>&#160;    ElementC,</div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160;    128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;ElementC&gt;::value</a>,</div><div class="line"><a name="l00173"></a><span class="lineno">  173</span>&#160;    ElementAccumulator,</div><div class="line"><a name="l00174"></a><span class="lineno">  174</span>&#160;    ElementAccumulator</div><div class="line"><a name="l00175"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc567cad318a31d04b70ea615d6321decd.html#a461265f87cb9cd478e4e0bb4d32cd498">  175</a></span>&#160;  &gt;;</div><div class="line"><a name="l00176"></a><span class="lineno">  176</span>&#160;</div><div class="line"><a name="l00177"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc567cad318a31d04b70ea615d6321decd.html#a02bb43a2a5617f3698246b56fd4ee439">  177</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc567cad318a31d04b70ea615d6321decd.html#a02bb43a2a5617f3698246b56fd4ee439">Operator</a> = arch::OpMultiplyAdd;</div><div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;};</div><div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;</div><div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;</div><div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;<span class="keyword">template</span> &lt;</div><div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;  <span class="keyword">typename</span> ElementA, </div><div class="line"><a name="l00184"></a><span class="lineno">  184</span>&#160;  <span class="keyword">typename</span> ElementB, </div><div class="line"><a name="l00185"></a><span class="lineno">  185</span>&#160;  <span class="keyword">typename</span> ElementC, </div><div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;  <span class="keyword">typename</span> ElementAccumulator&gt;</div><div class="line"><a name="l00187"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcde61af9be1337dac1fdb210e7e7a6e01.html">  187</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration.html">DefaultGemmConfiguration</a>&lt;</div><div class="line"><a name="l00188"></a><span class="lineno">  188</span>&#160;  arch::OpClassTensorOp, </div><div class="line"><a name="l00189"></a><span class="lineno">  189</span>&#160;  <a class="code" href="structcutlass_1_1arch_1_1Sm75.html">arch::Sm75</a>,</div><div class="line"><a name="l00190"></a><span class="lineno">  190</span>&#160;  ElementA, </div><div class="line"><a name="l00191"></a><span class="lineno">  191</span>&#160;  ElementB, </div><div class="line"><a name="l00192"></a><span class="lineno">  192</span>&#160;  ElementC, </div><div class="line"><a name="l00193"></a><span class="lineno">  193</span>&#160;  ElementAccumulator&gt; {</div><div class="line"><a name="l00194"></a><span class="lineno">  194</span>&#160;</div><div class="line"><a name="l00195"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcde61af9be1337dac1fdb210e7e7a6e01.html#a7e108d841f08231e008f15fb5085955e">  195</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentA = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;ElementA&gt;::value</a>;</div><div class="line"><a name="l00196"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcde61af9be1337dac1fdb210e7e7a6e01.html#a9fb17df1fb763bcdb829c5089e8d7fa7">  196</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentB = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;ElementA&gt;::value</a>;</div><div class="line"><a name="l00197"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcde61af9be1337dac1fdb210e7e7a6e01.html#ab40523cf4d8083417efa7b0f1599fce8">  197</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">ThreadblockShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;128, 256, 32&gt;</a>;</div><div class="line"><a name="l00198"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcde61af9be1337dac1fdb210e7e7a6e01.html#a4e2ac9d07336e03744abc489df336077">  198</a></span>&#160; 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 &gt;;</div><div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;</div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcde61af9be1337dac1fdb210e7e7a6e01.html#a4178852d54a82675e325236a7b5b4894">Operator</a> = <span class="keyword">typename</span> <a class="code" href="structcutlass_1_1platform_1_1conditional.html">platform::conditional</a>&lt;</div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;      (<a class="code" href="structcutlass_1_1platform_1_1is__same.html">platform::is_same&lt;ElementA, int8_t&gt;::value</a> ||</div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;       <a class="code" href="structcutlass_1_1platform_1_1is__same.html">platform::is_same&lt;ElementA, int4b_t&gt;::value</a> ||</div><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;       <a class="code" href="structcutlass_1_1platform_1_1is__same.html">platform::is_same&lt;ElementA, uint8_t&gt;::value</a> ||</div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;       <a class="code" href="structcutlass_1_1platform_1_1is__same.html">platform::is_same&lt;ElementA, uint4b_t&gt;::value</a>),</div><div class="line"><a name="l00214"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcde61af9be1337dac1fdb210e7e7a6e01.html#a4178852d54a82675e325236a7b5b4894">  214</a></span>&#160;      arch::OpMultiplyAddSaturate, arch::OpMultiplyAdd&gt;::type;</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;};</div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;</div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;</div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;<span class="keyword">template</span> &lt; </div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;  <span class="keyword">typename</span> ElementC&gt;</div><div class="line"><a name="l00221"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc4fada4957d463c80a2831e47f28157c4.html">  221</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration.html">DefaultGemmConfiguration</a>&lt;</div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;  arch::OpClassTensorOp, </div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;  <a class="code" href="structcutlass_1_1arch_1_1Sm75.html">arch::Sm75</a>, </div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;  int8_t, </div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;  int8_t, </div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;  ElementC, </div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;  int32_t&gt; {</div><div class="line"><a name="l00228"></a><span class="lineno">  228</span>&#160;  </div><div class="line"><a name="l00229"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc4fada4957d463c80a2831e47f28157c4.html#a1a1072d8312664fca4ab9a38731a558c">  229</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentA = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;int8_t&gt;::value</a>;</div><div class="line"><a name="l00230"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc4fada4957d463c80a2831e47f28157c4.html#a7070824db4088c6f0601e715b735bc83">  230</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentB = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;int8_t&gt;::value</a>;</div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;</div><div class="line"><a name="l00232"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc4fada4957d463c80a2831e47f28157c4.html#adcec8171cedad17430a275fec769fc54">  232</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">ThreadblockShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;128, 256, 64&gt;</a>;</div><div class="line"><a name="l00233"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc4fada4957d463c80a2831e47f28157c4.html#a6ddc0304aea6ee45fc8e47aecb8dca6e">  233</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">WarpShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;64, 64, 64&gt;</a>;</div><div class="line"><a name="l00234"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc4fada4957d463c80a2831e47f28157c4.html#a46c9053075836a177db5424d8e640936">  234</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">InstructionShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;8, 8, 16&gt;</a>;</div><div class="line"><a name="l00235"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc4fada4957d463c80a2831e47f28157c4.html#aaa28acab30dfb9f30e5955b76d8fe795">  235</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kStages = 2;</div><div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;</div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html">EpilogueOutputOp</a> = <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html">epilogue::thread::LinearCombinationClamp</a>&lt;</div><div class="line"><a name="l00238"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc4fada4957d463c80a2831e47f28157c4.html#a2cf326f464e05897b6a5b1bd7328c341">  238</a></span>&#160;      ElementC, 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;ElementC&gt;::value</a>, int32_t, <span class="keywordtype">float</span>&gt;;</div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;</div><div class="line"><a name="l00240"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc4fada4957d463c80a2831e47f28157c4.html#af65000c995f2fa5b80621ec9cdc081cf">  240</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc4fada4957d463c80a2831e47f28157c4.html#af65000c995f2fa5b80621ec9cdc081cf">Operator</a> = arch::OpMultiplyAddSaturate;</div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;};</div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;</div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;</div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;<span class="keyword">template</span> &lt; </div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;  <span class="keyword">typename</span> ElementC&gt;</div><div class="line"><a name="l00247"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8ab5fd2693c6a6ec43e447acb07f784c.html">  247</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration.html">DefaultGemmConfiguration</a>&lt;</div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;  arch::OpClassTensorOp, </div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;  <a class="code" href="structcutlass_1_1arch_1_1Sm75.html">arch::Sm75</a>, </div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;  int8_t, </div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;  uint8_t, </div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;  ElementC, </div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;  int32_t&gt; {</div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;  </div><div class="line"><a name="l00255"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8ab5fd2693c6a6ec43e447acb07f784c.html#a2bece68a1b3557a62d92b0b4b110dda0">  255</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentA = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;int8_t&gt;::value</a>;</div><div class="line"><a name="l00256"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8ab5fd2693c6a6ec43e447acb07f784c.html#ab4b9afca5439329325359bc515db9091">  256</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentB = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;uint8_t&gt;::value</a>;</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160; </div><div class="line"><a name="l00258"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8ab5fd2693c6a6ec43e447acb07f784c.html#a4fb94edad01b73a18b7adb322c652f14">  258</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">ThreadblockShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;128, 256, 64&gt;</a>;</div><div class="line"><a name="l00259"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8ab5fd2693c6a6ec43e447acb07f784c.html#ad6937918a983e0ed9e2375ee01948760">  259</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">WarpShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;64, 64, 64&gt;</a>;</div><div class="line"><a name="l00260"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8ab5fd2693c6a6ec43e447acb07f784c.html#af10c5d9ba13aa3596fddb79c0a05fc63">  260</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">InstructionShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;8, 8, 16&gt;</a>;</div><div class="line"><a name="l00261"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8ab5fd2693c6a6ec43e447acb07f784c.html#a739b8cd8e4c5fbc81efffd14521d3dc3">  261</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kStages = 2;</div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html">EpilogueOutputOp</a> = <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html">epilogue::thread::LinearCombinationClamp</a>&lt;</div><div class="line"><a name="l00264"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8ab5fd2693c6a6ec43e447acb07f784c.html#a74a5faeaa8c205ccdfbfe81e1636a2fc">  264</a></span>&#160;      ElementC, 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;ElementC&gt;::value</a>, int32_t, <span class="keywordtype">float</span>&gt;;</div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;</div><div class="line"><a name="l00266"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8ab5fd2693c6a6ec43e447acb07f784c.html#aca02b93e2631ad9072f3a718111e3919">  266</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8ab5fd2693c6a6ec43e447acb07f784c.html#aca02b93e2631ad9072f3a718111e3919">Operator</a> = arch::OpMultiplyAddSaturate;</div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;};</div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;</div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;</div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;<span class="keyword">template</span> &lt; </div><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;  <span class="keyword">typename</span> ElementC&gt;</div><div class="line"><a name="l00273"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb27bf218007928652d5b803193eab473.html">  273</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration.html">DefaultGemmConfiguration</a>&lt;</div><div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;  arch::OpClassTensorOp, </div><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;  <a class="code" href="structcutlass_1_1arch_1_1Sm75.html">arch::Sm75</a>, </div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;  uint8_t, </div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;  int8_t, </div><div class="line"><a name="l00278"></a><span class="lineno">  278</span>&#160;  ElementC, </div><div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;  int32_t&gt; {</div><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;  </div><div class="line"><a name="l00281"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb27bf218007928652d5b803193eab473.html#ad82bb5bfc0fa1bb10cb50fd239e7c57a">  281</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentA = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;uint8_t&gt;::value</a>;</div><div class="line"><a name="l00282"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb27bf218007928652d5b803193eab473.html#a42d01af76fa72099d1664ef0144b82a3">  282</a></span>&#160; 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 <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">WarpShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;64, 64, 64&gt;</a>;</div><div class="line"><a name="l00286"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb27bf218007928652d5b803193eab473.html#a73037a1163049c90943b9a3941e59e88">  286</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">InstructionShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;8, 8, 16&gt;</a>;</div><div class="line"><a name="l00287"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb27bf218007928652d5b803193eab473.html#ad053a45f7561831dff99efe794542ea9">  287</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kStages = 2;</div><div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;</div><div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html">EpilogueOutputOp</a> = <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html">epilogue::thread::LinearCombinationClamp</a>&lt;</div><div class="line"><a name="l00290"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb27bf218007928652d5b803193eab473.html#a8916357acb32e66be912e3aef00b0e4f">  290</a></span>&#160;      ElementC, 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;ElementC&gt;::value</a>, int32_t, <span class="keywordtype">float</span>&gt;;</div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;</div><div class="line"><a name="l00292"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb27bf218007928652d5b803193eab473.html#a8116881ef600eff5ad850e0996fec0b8">  292</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb27bf218007928652d5b803193eab473.html#a8116881ef600eff5ad850e0996fec0b8">Operator</a> = arch::OpMultiplyAddSaturate;</div><div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;};</div><div class="line"><a name="l00294"></a><span class="lineno">  294</span>&#160;</div><div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;</div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;<span class="keyword">template</span> &lt; </div><div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;  <span class="keyword">typename</span> ElementC&gt;</div><div class="line"><a name="l00299"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcfea0f3503156e8e3fba6456f0cedafdd.html">  299</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration.html">DefaultGemmConfiguration</a>&lt;</div><div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;  arch::OpClassTensorOp, </div><div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;  <a class="code" href="structcutlass_1_1arch_1_1Sm75.html">arch::Sm75</a>, </div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;  uint8_t, </div><div class="line"><a name="l00303"></a><span class="lineno">  303</span>&#160;  uint8_t, </div><div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;  ElementC, </div><div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;  int32_t&gt; {</div><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;  </div><div class="line"><a name="l00307"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcfea0f3503156e8e3fba6456f0cedafdd.html#a49c72e0f5375d327a82468d7ae87261d">  307</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentA = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;uint8_t&gt;::value</a>;</div><div class="line"><a name="l00308"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcfea0f3503156e8e3fba6456f0cedafdd.html#aea3e387961d7f34320aadb919d640d15">  308</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentB = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;uint8_t&gt;::value</a>;</div><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160; </div><div class="line"><a name="l00310"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcfea0f3503156e8e3fba6456f0cedafdd.html#a2ce9a2361f25d5fe19f892dc39023860">  310</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">ThreadblockShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;128, 256, 64&gt;</a>;</div><div class="line"><a name="l00311"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcfea0f3503156e8e3fba6456f0cedafdd.html#aef3c3f9151de13d786bb0ba6411b5b5e">  311</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">WarpShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;64, 64, 64&gt;</a>;</div><div class="line"><a name="l00312"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcfea0f3503156e8e3fba6456f0cedafdd.html#ae2827ac69cfa71a06ba7882b9c9234e6">  312</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">InstructionShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;8, 8, 16&gt;</a>;</div><div class="line"><a name="l00313"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcfea0f3503156e8e3fba6456f0cedafdd.html#a6f47dbfb2bf6c4e89485e4eab02b0310">  313</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kStages = 2;</div><div class="line"><a name="l00314"></a><span class="lineno">  314</span>&#160;</div><div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160; 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 <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcfea0f3503156e8e3fba6456f0cedafdd.html#a731260608e610887bdf94040f56bdd82">Operator</a> = arch::OpMultiplyAddSaturate;</div><div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;};</div><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;</div><div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;</div><div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;<span class="keyword">template</span> &lt; </div><div class="line"><a name="l00324"></a><span class="lineno">  324</span>&#160;  <span class="keyword">typename</span> ElementC&gt;</div><div class="line"><a name="l00325"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc485a4f0b5a7d2d4ab2c1a24da6328048.html">  325</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration.html">DefaultGemmConfiguration</a>&lt;</div><div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;  arch::OpClassTensorOp, </div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;  <a class="code" href="structcutlass_1_1arch_1_1Sm75.html">arch::Sm75</a>, </div><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;  <a class="code" href="structcutlass_1_1integer__subbyte.html">int4b_t</a>, </div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;  <a class="code" href="structcutlass_1_1integer__subbyte.html">int4b_t</a>, </div><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;  ElementC, </div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;  int32_t&gt; {</div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;   </div><div class="line"><a name="l00333"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc485a4f0b5a7d2d4ab2c1a24da6328048.html#a4df286a461db79479b9870cbfd0a672e">  333</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentA = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;int4b_t&gt;::value</a>;</div><div class="line"><a name="l00334"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc485a4f0b5a7d2d4ab2c1a24da6328048.html#a5a2f7aa1f18265c7d3bc9ebdf1f4624a">  334</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentB = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;int4b_t&gt;::value</a>;</div><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160; </div><div class="line"><a name="l00336"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc485a4f0b5a7d2d4ab2c1a24da6328048.html#a99ece808d4e35e8ecced5736e7c39e37">  336</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">ThreadblockShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;128, 256, 128&gt;</a>;</div><div class="line"><a name="l00337"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc485a4f0b5a7d2d4ab2c1a24da6328048.html#a85013335c8cda6d269419b89f0060412">  337</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">WarpShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;64, 64, 128&gt;</a>;</div><div class="line"><a name="l00338"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc485a4f0b5a7d2d4ab2c1a24da6328048.html#aff148c4493980a6539e744a33cda734d">  338</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">InstructionShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;8, 8, 32&gt;</a>;</div><div class="line"><a name="l00339"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc485a4f0b5a7d2d4ab2c1a24da6328048.html#a24208068fee538bcd6feae5c050f535a">  339</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kStages = 2;</div><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;</div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html">EpilogueOutputOp</a> = <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html">epilogue::thread::LinearCombinationClamp</a>&lt;</div><div class="line"><a name="l00342"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc485a4f0b5a7d2d4ab2c1a24da6328048.html#a9e4ae45787c78a6e3dd977fefd513fb2">  342</a></span>&#160;      ElementC, 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;ElementC&gt;::value</a>, int32_t, <span class="keywordtype">float</span>&gt;;</div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;</div><div class="line"><a name="l00344"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc485a4f0b5a7d2d4ab2c1a24da6328048.html#a6c39dca0c57af098bc92c43485481ff3">  344</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc485a4f0b5a7d2d4ab2c1a24da6328048.html#a6c39dca0c57af098bc92c43485481ff3">Operator</a> = arch::OpMultiplyAddSaturate;</div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;};</div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;</div><div class="line"><a name="l00348"></a><span class="lineno">  348</span>&#160;</div><div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;<span class="keyword">template</span> &lt; </div><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;  <span class="keyword">typename</span> ElementC&gt;</div><div class="line"><a name="l00351"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8e2604a56dff3a7595da9ee0604ae55e.html">  351</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration.html">DefaultGemmConfiguration</a>&lt;</div><div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;  arch::OpClassTensorOp, </div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;  <a class="code" href="structcutlass_1_1arch_1_1Sm75.html">arch::Sm75</a>, </div><div class="line"><a name="l00354"></a><span class="lineno">  354</span>&#160;  <a class="code" href="structcutlass_1_1integer__subbyte.html">int4b_t</a>, </div><div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;  <a class="code" href="structcutlass_1_1integer__subbyte.html">uint4b_t</a>, </div><div class="line"><a name="l00356"></a><span class="lineno">  356</span>&#160;  ElementC, </div><div class="line"><a name="l00357"></a><span class="lineno">  357</span>&#160;  int32_t&gt; {</div><div class="line"><a name="l00358"></a><span class="lineno">  358</span>&#160;    </div><div class="line"><a name="l00359"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8e2604a56dff3a7595da9ee0604ae55e.html#ad3c7885d5d5d68f86791ae020c2eeb34">  359</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentA = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;int4b_t&gt;::value</a>;</div><div class="line"><a name="l00360"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8e2604a56dff3a7595da9ee0604ae55e.html#a0142242cdec713b072b43a5b0e20a033">  360</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentB = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;uint4b_t&gt;::value</a>;</div><div class="line"><a name="l00361"></a><span class="lineno">  361</span>&#160; </div><div class="line"><a name="l00362"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8e2604a56dff3a7595da9ee0604ae55e.html#af11e9c28425c136d2809af1e8b638e47">  362</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">ThreadblockShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;128, 256, 128&gt;</a>;</div><div class="line"><a name="l00363"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8e2604a56dff3a7595da9ee0604ae55e.html#a6b9f61d5e2260e8664d5ad239a68b0fc">  363</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">WarpShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;64, 64, 128&gt;</a>;</div><div class="line"><a name="l00364"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8e2604a56dff3a7595da9ee0604ae55e.html#a656bedbde76370f3ccead9eb39899373">  364</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">InstructionShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;8, 8, 32&gt;</a>;</div><div class="line"><a name="l00365"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8e2604a56dff3a7595da9ee0604ae55e.html#a0792c0d1d0c2b68348cb1a5c6f8c2ff5">  365</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kStages = 2;</div><div class="line"><a name="l00366"></a><span class="lineno">  366</span>&#160;</div><div class="line"><a name="l00367"></a><span class="lineno">  367</span>&#160;  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html">EpilogueOutputOp</a> = <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html">epilogue::thread::LinearCombinationClamp</a>&lt;</div><div class="line"><a name="l00368"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8e2604a56dff3a7595da9ee0604ae55e.html#a2bdcad5fb78d4920309f2eb0acf8cda4">  368</a></span>&#160;      ElementC, 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;ElementC&gt;::value</a>, int32_t, <span class="keywordtype">float</span>&gt;;</div><div class="line"><a name="l00369"></a><span class="lineno">  369</span>&#160;</div><div class="line"><a name="l00370"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8e2604a56dff3a7595da9ee0604ae55e.html#a2484d95e3ce36c73af17038a0933c6c5">  370</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8e2604a56dff3a7595da9ee0604ae55e.html#a2484d95e3ce36c73af17038a0933c6c5">Operator</a> = arch::OpMultiplyAddSaturate;</div><div class="line"><a name="l00371"></a><span class="lineno">  371</span>&#160;};</div><div class="line"><a name="l00372"></a><span class="lineno">  372</span>&#160;</div><div class="line"><a name="l00374"></a><span class="lineno">  374</span>&#160;</div><div class="line"><a name="l00375"></a><span class="lineno">  375</span>&#160;<span class="keyword">template</span> &lt; </div><div class="line"><a name="l00376"></a><span class="lineno">  376</span>&#160;  <span class="keyword">typename</span> ElementC&gt;</div><div class="line"><a name="l00377"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcffcf31256aed23d4d8d0eab627bc0cad.html">  377</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration.html">DefaultGemmConfiguration</a>&lt;</div><div class="line"><a name="l00378"></a><span class="lineno">  378</span>&#160;  arch::OpClassTensorOp, </div><div class="line"><a name="l00379"></a><span class="lineno">  379</span>&#160;  <a class="code" href="structcutlass_1_1arch_1_1Sm75.html">arch::Sm75</a>, </div><div class="line"><a name="l00380"></a><span class="lineno">  380</span>&#160;  <a class="code" href="structcutlass_1_1integer__subbyte.html">uint4b_t</a>, </div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;  <a class="code" href="structcutlass_1_1integer__subbyte.html">int4b_t</a>, </div><div class="line"><a name="l00382"></a><span class="lineno">  382</span>&#160;  ElementC, </div><div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;  int32_t&gt; {</div><div class="line"><a name="l00384"></a><span class="lineno">  384</span>&#160;  </div><div class="line"><a name="l00385"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcffcf31256aed23d4d8d0eab627bc0cad.html#aa3d217f6d271b59cc9028a566798789b">  385</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentA = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;uint4b_t&gt;::value</a>;</div><div class="line"><a name="l00386"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcffcf31256aed23d4d8d0eab627bc0cad.html#a177974f04f4da4945cc06293aad28a64">  386</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentB = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;int4b_t&gt;::value</a>;</div><div class="line"><a name="l00387"></a><span class="lineno">  387</span>&#160;</div><div class="line"><a name="l00388"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcffcf31256aed23d4d8d0eab627bc0cad.html#afa08c227cdfc6c5c6128f57fbfac305c">  388</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">ThreadblockShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;128, 256, 128&gt;</a>;</div><div class="line"><a name="l00389"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcffcf31256aed23d4d8d0eab627bc0cad.html#aadb5d5f2e0a2e16418c70c8dd4133e2a">  389</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">WarpShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;64, 64, 128&gt;</a>;</div><div class="line"><a name="l00390"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcffcf31256aed23d4d8d0eab627bc0cad.html#a389b57020ce001af12c96be6783ec81b">  390</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">InstructionShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;8, 8, 32&gt;</a>;</div><div class="line"><a name="l00391"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcffcf31256aed23d4d8d0eab627bc0cad.html#acd22964dfbd6db348fb268aefddeff2f">  391</a></span>&#160; 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 <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcffcf31256aed23d4d8d0eab627bc0cad.html#a0d280fa2e7d9a66ba08667b2e059ada7">Operator</a> = arch::OpMultiplyAddSaturate;</div><div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;};</div><div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;</div><div class="line"><a name="l00400"></a><span class="lineno">  400</span>&#160;</div><div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;<span class="keyword">template</span> &lt; </div><div class="line"><a name="l00402"></a><span class="lineno">  402</span>&#160;  <span class="keyword">typename</span> ElementC&gt;</div><div class="line"><a name="l00403"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb2e258b7bd321c633dd65d3ebcf6414a.html">  403</a></span>&#160;<span class="keyword">struct </span><a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration.html">DefaultGemmConfiguration</a>&lt;</div><div class="line"><a name="l00404"></a><span class="lineno">  404</span>&#160;  arch::OpClassTensorOp, </div><div class="line"><a name="l00405"></a><span class="lineno">  405</span>&#160;  <a class="code" href="structcutlass_1_1arch_1_1Sm75.html">arch::Sm75</a>, </div><div class="line"><a name="l00406"></a><span class="lineno">  406</span>&#160;  <a class="code" href="structcutlass_1_1integer__subbyte.html">uint4b_t</a>, </div><div class="line"><a name="l00407"></a><span class="lineno">  407</span>&#160;  <a class="code" href="structcutlass_1_1integer__subbyte.html">uint4b_t</a>, </div><div class="line"><a name="l00408"></a><span class="lineno">  408</span>&#160;  ElementC, </div><div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;  int32_t&gt; {</div><div class="line"><a name="l00410"></a><span class="lineno">  410</span>&#160;   </div><div class="line"><a name="l00411"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb2e258b7bd321c633dd65d3ebcf6414a.html#a60c5fa49aa627f8ced16e6b121015eb9">  411</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentA = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;uint4b_t&gt;::value</a>;</div><div class="line"><a name="l00412"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb2e258b7bd321c633dd65d3ebcf6414a.html#a1549f26fa82c6bf473372fd37c3c9bf9">  412</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kAlignmentB = 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;uint4b_t&gt;::value</a>;</div><div class="line"><a name="l00413"></a><span class="lineno">  413</span>&#160; </div><div class="line"><a name="l00414"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb2e258b7bd321c633dd65d3ebcf6414a.html#a0cf2cca37d6029c1ec386d3c3a4a380d">  414</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">ThreadblockShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;128, 256, 128&gt;</a>;</div><div class="line"><a name="l00415"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb2e258b7bd321c633dd65d3ebcf6414a.html#a9917ed32b388006fbeec4aae90774a3b">  415</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">WarpShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;64, 64, 128&gt;</a>;</div><div class="line"><a name="l00416"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb2e258b7bd321c633dd65d3ebcf6414a.html#afddefd8459e32926c21494d46b363294">  416</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">InstructionShape</a> = <a class="code" href="structcutlass_1_1gemm_1_1GemmShape.html">GemmShape&lt;8, 8, 32&gt;</a>;</div><div class="line"><a name="l00417"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb2e258b7bd321c633dd65d3ebcf6414a.html#a127eb3f67589a25d3e6c158e91bcca83">  417</a></span>&#160;  <span class="keyword">static</span> <span class="keywordtype">int</span> <span class="keyword">const</span> kStages = 2;</div><div class="line"><a name="l00418"></a><span class="lineno">  418</span>&#160;</div><div class="line"><a name="l00419"></a><span class="lineno">  419</span>&#160;  <span class="keyword">using</span> <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html">EpilogueOutputOp</a> = <a class="code" href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html">epilogue::thread::LinearCombinationClamp</a>&lt;</div><div class="line"><a name="l00420"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb2e258b7bd321c633dd65d3ebcf6414a.html#ae77e9bf949083e49b1dfd3e5faf2724e">  420</a></span>&#160;      ElementC, 128 / <a class="code" href="structcutlass_1_1sizeof__bits.html">sizeof_bits&lt;ElementC&gt;::value</a>, int32_t, <span class="keywordtype">float</span>&gt;;</div><div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160;</div><div class="line"><a name="l00422"></a><span class="lineno"><a class="line" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb2e258b7bd321c633dd65d3ebcf6414a.html#a25626a5ff7962b2ebf1ee99b0efba678">  422</a></span>&#160;  <span class="keyword">using</span> <a class="code" href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb2e258b7bd321c633dd65d3ebcf6414a.html#a25626a5ff7962b2ebf1ee99b0efba678">Operator</a> = arch::OpMultiplyAddSaturate;</div><div class="line"><a name="l00423"></a><span class="lineno">  423</span>&#160;};</div><div class="line"><a name="l00424"></a><span class="lineno">  424</span>&#160;</div><div class="line"><a name="l00426"></a><span class="lineno">  426</span>&#160;} <span class="comment">// namespace device</span></div><div class="line"><a name="l00427"></a><span class="lineno">  427</span>&#160;} <span class="comment">// namespace gemm</span></div><div class="line"><a name="l00428"></a><span class="lineno">  428</span>&#160;} <span class="comment">// namespace cutlass</span></div><div class="line"><a name="l00429"></a><span class="lineno">  429</span>&#160;</div><div class="ttc" id="namespacecutlass_html"><div class="ttname"><a href="namespacecutlass.html">cutlass</a></div><div class="ttdef"><b>Definition:</b> aligned_buffer.h:35</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc4fada4957d463c80a2831e47f28157c4_html_af65000c995f2fa5b80621ec9cdc081cf"><div class="ttname"><a href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc4fada4957d463c80a2831e47f28157c4.html#af65000c995f2fa5b80621ec9cdc081cf">cutlass::gemm::device::DefaultGemmConfiguration&lt; arch::OpClassTensorOp, arch::Sm75, int8_t, int8_t, ElementC, int32_t &gt;::Operator</a></div><div class="ttdeci">arch::OpMultiplyAddSaturate Operator</div><div class="ttdef"><b>Definition:</b> default_gemm_configuration.h:240</div></div>
<div class="ttc" id="classcutlass_1_1epilogue_1_1thread_1_1LinearCombination_html"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombination.html">cutlass::epilogue::thread::LinearCombination</a></div><div class="ttdef"><b>Definition:</b> linear_combination.h:56</div></div>
<div class="ttc" id="structcutlass_1_1platform_1_1is__same_html"><div class="ttname"><a href="structcutlass_1_1platform_1_1is__same.html">cutlass::platform::is_same</a></div><div class="ttdoc">std::is_same (false specialization) </div><div class="ttdef"><b>Definition:</b> platform.h:394</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb2e258b7bd321c633dd65d3ebcf6414a_html_a25626a5ff7962b2ebf1ee99b0efba678"><div class="ttname"><a href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb2e258b7bd321c633dd65d3ebcf6414a.html#a25626a5ff7962b2ebf1ee99b0efba678">cutlass::gemm::device::DefaultGemmConfiguration&lt; arch::OpClassTensorOp, arch::Sm75, uint4b_t, uint4b_t, ElementC, int32_t &gt;::Operator</a></div><div class="ttdeci">arch::OpMultiplyAddSaturate Operator</div><div class="ttdef"><b>Definition:</b> default_gemm_configuration.h:422</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb27bf218007928652d5b803193eab473_html_a8116881ef600eff5ad850e0996fec0b8"><div class="ttname"><a href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcb27bf218007928652d5b803193eab473.html#a8116881ef600eff5ad850e0996fec0b8">cutlass::gemm::device::DefaultGemmConfiguration&lt; arch::OpClassTensorOp, arch::Sm75, uint8_t, int8_t, ElementC, int32_t &gt;::Operator</a></div><div class="ttdeci">arch::OpMultiplyAddSaturate Operator</div><div class="ttdef"><b>Definition:</b> default_gemm_configuration.h:292</div></div>
<div class="ttc" id="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp_html"><div class="ttname"><a href="classcutlass_1_1epilogue_1_1thread_1_1LinearCombinationClamp.html">cutlass::epilogue::thread::LinearCombinationClamp</a></div><div class="ttdef"><b>Definition:</b> linear_combination_clamp.h:58</div></div>
<div class="ttc" id="structcutlass_1_1integer__subbyte_html"><div class="ttname"><a href="structcutlass_1_1integer__subbyte.html">cutlass::integer_subbyte</a></div><div class="ttdoc">4-bit signed integer type </div><div class="ttdef"><b>Definition:</b> integer_subbyte.h:42</div></div>
<div class="ttc" id="linear__combination__clamp_8h_html"><div class="ttname"><a href="linear__combination__clamp_8h.html">linear_combination_clamp.h</a></div><div class="ttdoc">Functor performing linear scaling operations used by epilogues. Values are clamped before converting ...</div></div>
<div class="ttc" id="structcutlass_1_1arch_1_1Sm70_html"><div class="ttname"><a href="structcutlass_1_1arch_1_1Sm70.html">cutlass::arch::Sm70</a></div><div class="ttdef"><b>Definition:</b> arch.h:46</div></div>
<div class="ttc" id="include_2cutlass_2gemm_2gemm_8h_html"><div class="ttname"><a href="include_2cutlass_2gemm_2gemm_8h.html">gemm.h</a></div><div class="ttdoc">Defines common types used for all GEMM-like operators. </div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcde61af9be1337dac1fdb210e7e7a6e01_html_a4178852d54a82675e325236a7b5b4894"><div class="ttname"><a href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcde61af9be1337dac1fdb210e7e7a6e01.html#a4178852d54a82675e325236a7b5b4894">cutlass::gemm::device::DefaultGemmConfiguration&lt; arch::OpClassTensorOp, arch::Sm75, ElementA, ElementB, ElementC, ElementAccumulator &gt;::Operator</a></div><div class="ttdeci">typename platform::conditional&lt; (platform::is_same&lt; ElementA, int8_t &gt;::value||platform::is_same&lt; ElementA, int4b_t &gt;::value||platform::is_same&lt; ElementA, uint8_t &gt;::value||platform::is_same&lt; ElementA, uint4b_t &gt;::value), arch::OpMultiplyAddSaturate, arch::OpMultiplyAdd &gt;::type Operator</div><div class="ttdef"><b>Definition:</b> default_gemm_configuration.h:214</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcffcf31256aed23d4d8d0eab627bc0cad_html_a0d280fa2e7d9a66ba08667b2e059ada7"><div class="ttname"><a href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcffcf31256aed23d4d8d0eab627bc0cad.html#a0d280fa2e7d9a66ba08667b2e059ada7">cutlass::gemm::device::DefaultGemmConfiguration&lt; arch::OpClassTensorOp, arch::Sm75, uint4b_t, int4b_t, ElementC, int32_t &gt;::Operator</a></div><div class="ttdeci">arch::OpMultiplyAddSaturate Operator</div><div class="ttdef"><b>Definition:</b> default_gemm_configuration.h:396</div></div>
<div class="ttc" id="arch_2mma_8h_html"><div class="ttname"><a href="arch_2mma_8h.html">mma.h</a></div><div class="ttdoc">Templates exposing architecture support for multiply-add operations. </div></div>
<div class="ttc" id="structcutlass_1_1arch_1_1Sm75_html"><div class="ttname"><a href="structcutlass_1_1arch_1_1Sm75.html">cutlass::arch::Sm75</a></div><div class="ttdef"><b>Definition:</b> arch.h:52</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassWmmaTensorOp_00_0884059ecad03bea3e86c4cf722226097_html_af881b00fd31ccd56918ba1f46b47fbd8"><div class="ttname"><a href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassWmmaTensorOp_00_0884059ecad03bea3e86c4cf722226097.html#af881b00fd31ccd56918ba1f46b47fbd8">cutlass::gemm::device::DefaultGemmConfiguration&lt; arch::OpClassWmmaTensorOp, ArchTag, ElementA, ElementB, ElementC, ElementAccumulator &gt;::Operator</a></div><div class="ttdeci">arch::OpMultiplyAdd Operator</div><div class="ttdef"><b>Definition:</b> default_gemm_configuration.h:144</div></div>
<div class="ttc" id="linear__combination_8h_html"><div class="ttname"><a href="linear__combination_8h.html">linear_combination.h</a></div><div class="ttdoc">Functor performing linear combination operations used by epilogues. </div></div>
<div class="ttc" id="structcutlass_1_1sizeof__bits_html"><div class="ttname"><a href="structcutlass_1_1sizeof__bits.html">cutlass::sizeof_bits</a></div><div class="ttdoc">Defines the size of an element in bits. </div><div class="ttdef"><b>Definition:</b> numeric_types.h:42</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag3026e48abb8c905d1cc6d13d669700e4_html_a2a6d3d90a91dc785858bebefb32ea6be"><div class="ttname"><a href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag3026e48abb8c905d1cc6d13d669700e4.html#a2a6d3d90a91dc785858bebefb32ea6be">cutlass::gemm::device::DefaultGemmConfiguration&lt; arch::OpClassSimt, ArchTag, int8_t, int8_t, ElementC, int32_t &gt;::Operator</a></div><div class="ttdeci">arch::OpMultiplyAdd Operator</div><div class="ttdef"><b>Definition:</b> default_gemm_configuration.h:113</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8ab5fd2693c6a6ec43e447acb07f784c_html_aca02b93e2631ad9072f3a718111e3919"><div class="ttname"><a href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8ab5fd2693c6a6ec43e447acb07f784c.html#aca02b93e2631ad9072f3a718111e3919">cutlass::gemm::device::DefaultGemmConfiguration&lt; arch::OpClassTensorOp, arch::Sm75, int8_t, uint8_t, ElementC, int32_t &gt;::Operator</a></div><div class="ttdeci">arch::OpMultiplyAddSaturate Operator</div><div class="ttdef"><b>Definition:</b> default_gemm_configuration.h:266</div></div>
<div class="ttc" id="numeric__types_8h_html"><div class="ttname"><a href="numeric__types_8h.html">numeric_types.h</a></div><div class="ttdoc">Top-level include for all CUTLASS numeric types. </div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1GemmShape_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1GemmShape.html">cutlass::gemm::GemmShape</a></div><div class="ttdoc">Shape of a matrix multiply-add operation. </div><div class="ttdef"><b>Definition:</b> include/cutlass/gemm/gemm.h:57</div></div>
<div class="ttc" id="structcutlass_1_1platform_1_1conditional_html"><div class="ttname"><a href="structcutlass_1_1platform_1_1conditional.html">cutlass::platform::conditional</a></div><div class="ttdoc">std::conditional (true specialization) </div><div class="ttdef"><b>Definition:</b> platform.h:325</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc567cad318a31d04b70ea615d6321decd_html_a02bb43a2a5617f3698246b56fd4ee439"><div class="ttname"><a href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc567cad318a31d04b70ea615d6321decd.html#a02bb43a2a5617f3698246b56fd4ee439">cutlass::gemm::device::DefaultGemmConfiguration&lt; arch::OpClassTensorOp, arch::Sm70, ElementA, ElementB, ElementC, ElementAccumulator &gt;::Operator</a></div><div class="ttdeci">arch::OpMultiplyAdd Operator</div><div class="ttdef"><b>Definition:</b> default_gemm_configuration.h:177</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_html"><div class="ttname"><a href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration.html">cutlass::gemm::device::DefaultGemmConfiguration</a></div><div class="ttdef"><b>Definition:</b> default_gemm_configuration.h:57</div></div>
<div class="ttc" id="arch_8h_html"><div class="ttname"><a href="arch_8h.html">arch.h</a></div><div class="ttdoc">Defines tags for architecture-specific configurations. </div></div>
<div class="ttc" id="wmma_8h_html"><div class="ttname"><a href="wmma_8h.html">wmma.h</a></div><div class="ttdoc">Templates exposing architecture support for warp matrix multiply-add (WMMA) operations. </div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcfea0f3503156e8e3fba6456f0cedafdd_html_a731260608e610887bdf94040f56bdd82"><div class="ttname"><a href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arcfea0f3503156e8e3fba6456f0cedafdd.html#a731260608e610887bdf94040f56bdd82">cutlass::gemm::device::DefaultGemmConfiguration&lt; arch::OpClassTensorOp, arch::Sm75, uint8_t, uint8_t, ElementC, int32_t &gt;::Operator</a></div><div class="ttdeci">arch::OpMultiplyAddSaturate Operator</div><div class="ttdef"><b>Definition:</b> default_gemm_configuration.h:318</div></div>
<div class="ttc" id="cutlass_8h_html"><div class="ttname"><a href="cutlass_8h.html">cutlass.h</a></div><div class="ttdoc">Basic include for CUTLASS. </div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc485a4f0b5a7d2d4ab2c1a24da6328048_html_a6c39dca0c57af098bc92c43485481ff3"><div class="ttname"><a href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc485a4f0b5a7d2d4ab2c1a24da6328048.html#a6c39dca0c57af098bc92c43485481ff3">cutlass::gemm::device::DefaultGemmConfiguration&lt; arch::OpClassTensorOp, arch::Sm75, int4b_t, int4b_t, ElementC, int32_t &gt;::Operator</a></div><div class="ttdeci">arch::OpMultiplyAddSaturate Operator</div><div class="ttdef"><b>Definition:</b> default_gemm_configuration.h:344</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8e2604a56dff3a7595da9ee0604ae55e_html_a2484d95e3ce36c73af17038a0933c6c5"><div class="ttname"><a href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassTensorOp_00_01arc8e2604a56dff3a7595da9ee0604ae55e.html#a2484d95e3ce36c73af17038a0933c6c5">cutlass::gemm::device::DefaultGemmConfiguration&lt; arch::OpClassTensorOp, arch::Sm75, int4b_t, uint4b_t, ElementC, int32_t &gt;::Operator</a></div><div class="ttdeci">arch::OpMultiplyAddSaturate Operator</div><div class="ttdef"><b>Definition:</b> default_gemm_configuration.h:370</div></div>
<div class="ttc" id="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag286687c5e6abe22d241f789fe344a465_html_a4f8fc9b1cdae2a6089deeaf7e3d1becb"><div class="ttname"><a href="structcutlass_1_1gemm_1_1device_1_1DefaultGemmConfiguration_3_01arch_1_1OpClassSimt_00_01ArchTag286687c5e6abe22d241f789fe344a465.html#a4f8fc9b1cdae2a6089deeaf7e3d1becb">cutlass::gemm::device::DefaultGemmConfiguration&lt; arch::OpClassSimt, ArchTag, ElementA, ElementB, ElementC, ElementAccumulator &gt;::Operator</a></div><div class="ttdeci">arch::OpMultiplyAdd Operator</div><div class="ttdef"><b>Definition:</b> default_gemm_configuration.h:89</div></div>
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